January in South Milwaukee is the snowiest, the cloudiest, and the most freezing month of the year. In January, the weather in South Milwaukee is typically freezing. Average daily high temperature in January is about 4 degrees below zero. On average, South Milwaukee has 22 cloudy, 7 snowy, and 2 sunny days in January. The snowfalls are usually moderate.